H. Howie Huang

H. Howie Huang

George Washington University

H-index: 31

North America-United States

About H. Howie Huang

H. Howie Huang, With an exceptional h-index of 31 and a recent h-index of 23 (since 2020), a distinguished researcher at George Washington University, specializes in the field of Graph Analytics, Cyber Security, Machine Learning, Computer Systems, High-Performance Computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

JITSPMM: Just-in-Time Instruction Generation for Accelerated Sparse Matrix-Matrix Multiplication

TLPGNN: A Lightweight Two-Level Parallelism Paradigm for Graph Neural Network Computation on Single and Multiple GPUs

Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users

Binary code similarity detection system

Prov2vec: Learning Provenance Graph Representation for Unsupervised APT Detection

Decontentioned Stochastic Block Partition

Method and system for detecting lateral movement in enterprise computer networks

PROPANE: Prompt design as an inverse problem

H. Howie Huang Information

University

Position

GraphLab

Citations(all)

3200

Citations(since 2020)

1909

Cited By

2065

hIndex(all)

31

hIndex(since 2020)

23

i10Index(all)

60

i10Index(since 2020)

47

Email

University Profile Page

George Washington University

Google Scholar

View Google Scholar Profile

H. Howie Huang Skills & Research Interests

Graph Analytics

Cyber Security

Machine Learning

Computer Systems

High-Performance Computing

Top articles of H. Howie Huang

Title

Journal

Author(s)

Publication Date

JITSPMM: Just-in-Time Instruction Generation for Accelerated Sparse Matrix-Matrix Multiplication

Qiang Fu

Thomas B Rolinger

H Howie Huang

2024/3/2

TLPGNN: A Lightweight Two-Level Parallelism Paradigm for Graph Neural Network Computation on Single and Multiple GPUs

ACM Transactions on Parallel Computing

Qiang Fu

Yuede Ji

Thomas B Rolinger

H Howie Huang

2024

Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users

arXiv preprint arXiv:2403.18667

Yejin Kim

Scott Rome

Kevin Foley

Mayur Nankani

Rimon Melamed

...

2024/3/27

Binary code similarity detection system

2024/3/19

Prov2vec: Learning Provenance Graph Representation for Unsupervised APT Detection

arXiv preprint arXiv:2310.00843

Bibek Bhattarai

H Howie Huang

2023/10/2

Decontentioned Stochastic Block Partition

Ahsen J Uppal

Thomas B Rolinger

H Howie Huang

2023/9/25

Method and system for detecting lateral movement in enterprise computer networks

2023/12/26

PROPANE: Prompt design as an inverse problem

arXiv preprint arXiv:2311.07064

Rimon Melamed

Lucas H McCabe

Tanay Wakhare

Yejin Kim

H Howie Huang

...

2023/11/13

EdgeTorrent: Real-time Temporal Graph Representations for Intrusion Detection

Isaiah J King

Xiaokui Shu

Jiyong Jang

Kevin Eykholt

Taesung Lee

...

2023/10/16

Steinerlog: prize collecting the audit logs for threat hunting on enterprise network

Bibek Bhattarai

Howie Huang

2022/5/30

Euler: Detecting network lateral movement via scalable temporal link prediction

Isaiah J King

H Howie Huang

2022

Mnemonic: A Parallel Subgraph Matching System for Streaming Graphs

Bibek Bhattarai

Howie Huang

2022/5/30

Nestedgnn: Detecting malicious network activity with nested graph neural networks

Yuede Ji

H Howie Huang

2022/5/16

Graggle: A Graph-based Approach to Document Clustering

Isaiah J King

H Howie Huang

2022/12/17

Domain name service trust delegation in cloud computing: exploitation, risks, and defense

Craig Laprade

H Howie Huang

2022/4/25

iSpan: Parallel Identification of Strongly Connected Components with Spanning Trees

ACM Transactions on Parallel Computing

Yuede Ji

Hang Liu

Yang Hu

H Howie Huang

2022/8/18

Pikachu: Temporal walk based dynamic graph embedding for network anomaly detection

Ramesh Paudel

H Howie Huang

2022/4/25

Illuminati: Towards explaining graph neural networks for cybersecurity analysis

Haoyu He

Yuede Ji

H Howie Huang

2022/6/6

Vestige: Identifying Binary Code Provenance for Vulnerability Detection

Yuede Ji

Lei Cui

H Howie Huang

2021/6/10

Towards next-generation cybersecurity with graph AI

ACM SIGOPS Operating Systems Review

Benjamin Bowman

H Howie Huang

2021/6/4

See List of Professors in H. Howie Huang University(George Washington University)